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Food, feed & confectioneryAdvanced materials
SmartMill
The SmartMill journey began less than a decade ago and is today a driver of innovation that is improving yield, product quality, cost efficiencies, and environmental impact for the milling industry. How far are we on this journey and how easy is it to jump aboard?
Stuart Spear, November 2024
Over the past decade Industry 4.0 has gone from an obscure term that first appeared at the 2011 Hanover Fair describing the then high-tech strategy of the German government, to shorthand for a digital revolution impacting practically every industrial sector. The milling industry is no exception.
The arrival of sophisticated and affordable sensor technology over 10 years ago, along with vastly improved data storage, faster processing power, and lightening interconnectivity have, in recent years, released a flood of digital innovations across a range of industries. It was around this time that Bühler embarked on the journey toward the SmartMill, a fully autonomous digitalized mill that is both self-optimizing and self-learning. The digital data, algorithms, and cloud processing technology behind the evolution of the SmartMill are today driving the many innovations needed to improve yield, product quality, cost efficiencies, traceability, and sustainability across the milling industry.
Recent examples of these innovations include the Energy Management System, Quality Management System, Machine Condition Monitoring, and Temperature and Vibration Management, offering real-time analysis of roller temperatures during the milling process, which in turn enables automated process stability to maximize efficiency.
Each of these digital innovations make up part of the SmartMill, which is not an end product, but more of a concept made up of hundreds of complementary innovations designed through close collaboration with the industry. The SmartMill is a voyage of discovery for both Bühler and its customers. Designing an autonomous mill requires a granular understanding of the milling process. This is something that can only be achieved if Bühler and its customers share detailed knowledge and experience about every aspect of the milling process.
One of the latest innovations in the SmartMill, Bühler’s Temperature and Vibration Management System:
+ optimizes your grinding processes by providing advanced insights;
+ ensures consistent product quality through operational stability;
+ provides automated temperature imbalance detection.
Find out more about Bühler’s Temperature and Vibration Management System.
Fabien Varagnac, an independent milling consultant with over 20 years of experience in the sector, has been watching the industry adapt to digitalization. He is seeing the industry make incremental improvements rather than undergo a massive technological leap. But he is in little doubt of the transformative potential that digitalization and artificial intelligence (AI) offer. “Early adopters of comprehensive digitalization and AI integration will gain a significant competitive advantage. These forward-thinking millers will be able to improve and manage their efficiency but also foster innovation, responding more quickly to market demands, whether in terms of product or in terms of regulation,” explains Varagnac. “These innovations mark an essential step towards improving the industry’s efficiency and sustainability. Given the low-margin, high-volume nature of milling, every fraction of a percentage in yield, every kilowatt-hour, and every cent matters.”
The first step on the SmartMill journey was to install sensors at specific stages of the milling process and use the collected data to understand milling variables in every tiny detail. Once collected, the data could then be structured and visually presented on a dashboard using a laptop, tablet, or smartphone, regardless of where the plant operator or manager was located. Algorithms were then used to compare quality and yield relative to production variables and to compare performance over both time and between plants. By providing this comparative data the skilled plant operator could now make informed decisions that improve efficiency.
Silvan Trunz, Business Development Manager for Automation and Digital at Bühler explains how digitalization has super-charged the research and development process at the company. “In the past we had to do a lot of research to understand the performance of our machines and how to develop them further. This was very time consuming as we had to collect and work through the figures. Today, we partner with our customers to do this – with their permission, the data is streamed into our algorithms and, by monitoring in real time, we can either instantly adjust a process or advise customers how to improve performance,” says Trunz.
As the team collected ever-increasing volumes of data from across the industry, it became possible to predict production outcomes depending on variables like flour moisture content and quality. By understanding outcomes, it was possible to make real-time automated adjustments to production parameters based on the data feeds. Bühler now has a number of prototype solutions on the market capable of making autonomous production decisions that optimize parameters like the grinding gap and flour moisture content. It is not until autonomous processes have been developed for the whole milling process from intake to packing that the holy grail of the SmartMill will have been reached. A useful analogy when describing the concept of the SmartMill is the development of the driverless car. Sixty years ago, the car industry introduced cruise control, the first driver-assisted function to make driving easier and safer.
Next came semi-automated functions like lane assistance, capable of analyzing driver behavior. Auto-pilot functions were next developed for controlled environments like highways. Each innovation took the car industry a step closer to the fully automated car.
Similarly, the SmartMill has evolved from the data transparency of the digitally connected mill to providing the miller with actionable insights to improve quality and yield. Today, the SmartMill is able to self-regulate some processes without human intervention. The ambition is to create a fully autonomous, self-learning, and self-optimizing mill. Similar to a passenger sitting in a driverless car inputting their desired destination, the miller will set the product characteristics required by their customer and the mill will automatically make adjustments to achieve the desired quality.
But that is still in the future. While a number of the larger mills are embracing the digital revolution, many millers feel no need to change practices that have served them well for generations.
“Despite advances in integrating data management into milling processes our industry still lags behind in fully embracing digitalization. Traditional empirical methods dominate, particularly in generating deeper insights into the quality of wheat, gristing, and flour,” explains Varagnac. “For millers to achieve optimal efficiency and sustainability it is crucial to adopt a more holistic approach, leveraging the power of artificial intelligence to connect all aspects of the milling process.”
Trunz believes that one of the main obstacles for the industry in its transition is not so much the technology but a satisfaction with the status quo. “It’s a very human reaction: Millers feel that the way they currently do things works. The biggest part of the SmartMill journey is not the development of the technology itself but the process of changing the way that people do their daily jobs,” says Trunz. “The challenge for millers is that the development of the SmartMill is not just about doing the things you have done before more efficiently. This might reduce your costs, but the real game changer is the ability to do things differently. This is where the biggest impact is achieved.”
One example of how digitalization is transforming milling practices is in machine maintenance. Traditionally, this involves a maintenance schedule and skilled workers listening to and inspecting a machine. Using digitalization, algorithms can now analyze machine performance trends and make recommendations on energy usage, maintenance scheduling, and how best to optimize machine performance. Bühler’s Error and Downtime Analysis is a service that interprets and records machine incidents that cause production losses and recognizes patterns and trends. The Bühler Energy Management System keeps a close watch on energy consumption with every part of the process monitored and inefficiencies flagged as data is sent to the cloud to interpret a problem and provide a solution.
SmartMill is not just about doing the things you have done before more efficiently. The real game changer is the ability to do things differently. This is where the greatest value is achieved.
Silvan Trunz,
Business Development Manager Automation and Digital, and Head of Sustainability at Bühler Milling Solutions
To better understand why so much energy is going into the development of the SmartMill it is useful to first look at why it is being developed. The primary reason is efficiency. Milling is a highly competitive industry with tight margins that require optimum efficiency. Every plant operator knows they are in control of a highly interdependent process requiring constant adjustments. The advantage of the autonomous mill is that it reacts faster than a human and is informed by a more precise and complete data set that relates to the whole production process rather than just one aspect. It is the speed and accuracy of these adjustments where optimization is best achieved.
The second reason is an industry-wide shortage of skilled millers. As with other manufacturing sectors, young people are less attracted to working in the often-challenging environment of the traditional mill, leaving a skills shortfall. The SmartMill is bridging that skills gap and is providing a more attractive workplace for our next generation of millers.
Finally, the SmartMill is helping to tackle issues related to climate change. The more waste that can be cut from the production process and the fewer resources we use, the lower the cost base and the smaller the industry’s environmental footprint. “This is where energy efficiency plays such a big part in the story,” explains Trunz. “It means our customers not only reduce their environmental footprint, but also reduce their energy bills. It’s all about optimizing resources, whether it’s your raw material, manpower, or energy usage.”
Find out all about Bühler’s SmartMill and download the white paper here.
One advantage of the SmartMill being an incremental journey rather than a revolutionary moment is that customers can join the journey at the point that best benefits their business. While the speed and direction of the journey is up to each company, everyone needs to start from the same point. “Anyone thinking of being part of the journey in the near future should be thinking now about installing sensor technology and the connectivity that offers the necessary production transparency that informs decision making, because this is the foundation of the whole SmartMill process,” explains Trunz. But after that it is up to the customer which digital solutions are most appropriate and how fast to adopt the new technologies.
This connectivity will reduce waste, lower costs, and make flour more affordable on a larger scale, reinforcing the miller’s role in the global food supply.
Fabien Varagnac,
Independent milling consultant
“It’s possible to start small,” says Trunz. “We start by understanding our customer’s situation and how they operate, and who needs what information in the mill. If we see hundreds of pieces of paper lying around, we can find out who is creating the paperwork, who needs it, and start to look at quality assurance and documentation management systems. This is a helpful first step, rather than thinking about the full concept of the SmartMill straight away.” Varagnac believes that digitalization is set to transform the industry. However, it will require training for users to adapt to the new technologies.
“The future mill will likely be a highly connected ecosystem utilizing weather forecasts and other external data to optimize production and resource use,” Varagnac says. “This connectivity will reduce waste, lower costs, and make flour more affordable on a larger scale, reinforcing the miller’s role in the global food supply.”
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